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Choppy

Instance Segmentation

Choppy Image Dataset

Try Pre-Trained Model
Versions
2023-11-08 11:25pm
v6
Nov 8, 2023
2023-10-21 6:59pm
v5
Oct 21, 2023
2023-10-21 3:59pm
v4
Oct 21, 2023
v6

2023-11-08 11:25pm

Generated on Nov 8, 2023
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1278 Total Images

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Dataset Split

Train Set 88%
1128Images
Valid Set 8%
102Images
Test Set 4%
48Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 24% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Brightness: Between 0% and +33%
Blur: Up to 2.5px
Cutout: 3 boxes with 10% size each
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical